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script for cross-validation and bootstrap analysis  (MathWorks Inc)


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    MathWorks Inc script for cross-validation and bootstrap analysis
    Script For Cross Validation And Bootstrap Analysis, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/bootstrap+cross-validation/pm37610515-95-4-1
    Average 90 stars, based on 1 article reviews
    script for cross-validation and bootstrap analysis - by Bioz Stars, 2026-11
    90/100 stars

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    Sørensen-Dice coefficient (DSC) and partial AUC (pAUC) values for the MIMoSA models in replication of bootstrap cross-validation under exclusion of the Proton Density-weighted (PD) sequence, the T2-weighted (T2) sequence, both PD and T2, and reducing the training set sample size to 20 subjects.

    Journal: Journal of neuroimaging : official journal of the American Society of Neuroimaging

    Article Title: MIMoSA: An Automated Method for Inter-Modal Segmentation Analysis of Multiple Sclerosis Brain Lesions

    doi: 10.1111/jon.12506

    Figure Lengend Snippet: Sørensen-Dice coefficient (DSC) and partial AUC (pAUC) values for the MIMoSA models in replication of bootstrap cross-validation under exclusion of the Proton Density-weighted (PD) sequence, the T2-weighted (T2) sequence, both PD and T2, and reducing the training set sample size to 20 subjects.

    Article Snippet: The first included 98 subjects imaged at Johns Hopkins Hospital in which bootstrap cross-validation was used to compare the performance of MIMoSA against OASIS and LesionTOADS, two popular automatic segmentation approaches.

    Techniques: Sequencing